{"id":"W2911441731","doi":"10.1182/blood-2018-99-115842","title":"Comprehensive Molecular Profiling of FLT3-Mutated Acute Myeloid Leukemia (AML) Patients Treated within the Ratify Trial (Alliance C10603)","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Myeloid leukemia; Medicine; Oncology; Leukemia; Internal medicine; Cancer research; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006394864,0.0002177796,0.0004713754,0.0003855516,0.0002581112,0.0004613952,0.0002664418,0.0003041887,0.001285004],"category_scores_gemma":[0.0006585948,0.0001329761,0.0002631628,0.0005401117,0.0001759414,0.0001962489,0.0003123388,0.000393313,0.0003448774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003205986,"about_ca_system_score_gemma":0.0003609507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006829542,"about_ca_topic_score_gemma":0.001246063,"domain_scores_codex":[0.9996402,0.00008973423,0.0000293513,0.0001269541,0.00007122499,0.00004249706],"domain_scores_gemma":[0.9996986,0.000059479,0.0001134492,0.00003044306,0.00003455287,0.00006347141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01369546,0.0004846933,0.8828186,0.0001937026,0.0003837697,0.0006653082,0.0002496282,0.001637746,0.0460223,0.0002936205,0.006152299,0.0474028],"study_design_scores_gemma":[0.0006911097,0.002821124,0.9836764,0.00001851611,0.0002272544,0.001884916,0.0001194797,0.001340315,0.004351165,0.0001893696,0.004661299,0.00001899351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961556,0.0004397795,0.0002048871,0.00006044431,0.000006199487,0.00005793961,0.002266436,0.00001432243,0.0007944778],"genre_scores_gemma":[0.9918772,0.0002006827,0.0005527523,0.0001166138,0.00002685007,0.0001054368,0.006721499,0.000008137413,0.0003907917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001285004,"threshold_uncertainty_score":0.004298806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102678408861923,"score_gpt":0.2961449774553005,"score_spread":0.2751181933666813,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}